This standard provides requirements to enable effective and reliable application of artificial intelligence (AI) in the field of vehicular traffic engineering. It covers the whole process of model application, including data collection, model training, model deployment, model monitoring and updating used in vehicular traffic engineering. At the same time, this standard covers scenarios of applications of deep learning models, including: - Defining the legitimacy and quality requirements of data sources and clarifying methods and procedures for data collection and analysis processing - Describing model training objectives, methods, and evaluation indicators to help enable that a model performance can achieve the expected results - Clarifying the environment and platform requirements of model inference performance and deployment to ensure that a model can run stably in practical applications - Establishing a monitoring mechanism of model performance - Monitoring a running state and performance index of a model in real time. This standard applies to specific business scenarios such as traffic engineering planning and design, construction management, and operation management. It includes explaining the background, requirements, and characteristics of each application scenario, and explains the specific role and value of deep learning models in scenarios such as improving production efficiency, reducing costs, and optimizing user experience.
- Sponsor Committee
- CIS/SC - Standards Committee
Learn More About CIS/SC - Standards Committee - Status
- Active PAR
- PAR Approval
- 2024-09-26
Working Group Details
- Society
- IEEE Computational Intelligence Society
Learn More About IEEE Computational Intelligence Society - Sponsor Committee
- CIS/SC - Standards Committee
Learn More About CIS/SC - Standards Committee - Working Group
-
P3478 - P3478 WG for Intelligence for Traffic Engineering (CIS/SC/ITE)
- IEEE Program Manager
- Malia Zaman
Contact Malia Zaman - Working Group Chair
- Jian Wang
Other Activities From This Working Group
Current projects that have been authorized by the IEEE SA Standards Board to develop a standard.
No Active Projects
Standards approved by the IEEE SA Standards Board that are within the 10-year lifecycle.
No Active Standards
These standards have been replaced with a revised version of the standard, or by a compilation of the original active standard and all its existing amendments, corrigenda, and errata.
No Superseded Standards
These standards have been removed from active status through a ballot where the standard is made inactive as a consensus decision of a balloting group.
No Inactive-Withdrawn Standards
These standards are removed from active status through an administrative process for standards that have not undergone a revision process within 10 years.
No Inactive-Reserved Standards